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Data Mining and Knowledge Discovery (DATAMINE) - April 2003, issue 2 论文列表

本期论文列表
Using Self-Similarity to Cluster Large Data Sets

Extracting Share Frequent Itemsets with Infrequent Subsets

Building Decision Trees with Constraints

Sampling and Subsampling for Cluster Analysis in Data Mining: With Applications to Sky Survey Data

Free-Sets: A Condensed Representation of Boolean Data for the Approximation of Frequency Queries

XTRACT: Learning Document Type Descriptors from XML Document Collections

Cluster Detection in Databases: The Adaptive Matched Filter Algorithm and Implementation

A Taxonomy of Dirty Data

Data Squashing by Empirical Likelihood

Guest Editorial

DualMiner: A Dual-Pruning Algorithm for Itemsets with Constraints

Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework

A Sequential Monte Carlo Method for Bayesian Analysis of Massive Datasets

Customer Lifetime Value Models for Decision Support

Guest Editorial

On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration

Bursty and Hierarchical Structure in Streams

Model-Based Clustering and Visualization of Navigation Patterns on a Web Site